DocumentCode :
2823287
Title :
Immune system based redeployment scheme for wireless sensor networks
Author :
Linai Kuang ; Zixing Cai
Author_Institution :
Coll. of Inf. Sci. & Eng., Central South Univ., Changsha, China
fYear :
2010
fDate :
15-17 Nov. 2010
Firstpage :
69
Lastpage :
72
Abstract :
This paper researches the redeployment scheme for wireless sensor networks that consists of mobile sensor nodes and its nodes random deployment at first, and proposes an artificial immune systems based method to the problem that how to determine a movement plan for the sensor nodes in order to maximize the network coverage and minimize the total distance of sensors moving. The method proposed in this paper contains following steps; first, calculate the optimal positions for sensors according to the application requirements; then using AIS based method to calculate the appropriate positions for sensors to redeploy. In AIS based solution, the antibody is the assignment between nodes and optimal positions; the affinity is the total distance of mobile nodes moving. The simulation results show that the AIS based redeployment scheme (AISRD) can provide a shorter convergence time and less of the total distance than the genetic algorithm (GA) based scheme.
Keywords :
artificial immune systems; optimisation; wireless sensor networks; AIS based redeployment scheme; artificial immune systems based method; genetic algorithm based scheme; mobile sensor node; optimal position calculation; wireless sensor network; artificial immune systems; optimization; redeployment; wireless sensor networks;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Wireless Sensor Network, 2010. IET-WSN. IET International Conference on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1049/cp.2010.1030
Filename :
5741072
Link To Document :
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